马萨里克大学PhD position in Deep Learning & Mathematical Morphology for Biomedical Imaging申请条件要求-申请方
主办方
马萨里克大学
PhD直招介绍
About the Project
PhD Position: Deep Learning & Mathematical Morphology for Biomedical Imaging
Faculty of Informatics, Masaryk University (FI MU), Brno, Czech Republic
Supervisor: Petr Matula
Host centre: Centre for Biomedical Image Analysis (CBIA( https://cbia.fi.muni.cz/ )), FI MU
Study programme: Ph.D. in Informatics
Form: Full-time (preferred)
Start: Spring 2027
Application deadline: November 30, 2026
Research Topic
We invite applications for a PhD position at the intersection of deep learning and mathematical morphology, with primary applications in biomedical image analysis.
The PhD project will be conducted within the Centre for Biomedical Image Analysis (CBIA( https://cbia.fi.muni.cz/ )) at the Faculty of Informatics, Masaryk University. CBIA provides a multidisciplinary research environment combining computer science, biomedical imaging, and clinical collaboration.
The research will focus on integrating morphological operators, connected filters, and shape-based representations into modern machine learning frameworks. Example biomedical domains include fluorescence microscopy, radiology (CT/MRI), and multimodal imaging.
Possible Research Directions
Morphological operators and layers in CNNs / Vision Transformers
Learnable connected filters (min/max trees, component trees, shape trees)
Topology-preserving segmentation and explainable AI
Morphology-aware representation learning
Weakly supervised / few-shot biomedical segmentation
Efficient and scalable morphological pipelines
The exact topic will be specified jointly with the supervisor.
Programme & Study Environment
The position is embedded in the four-year doctoral programme in Informatics at FI MU, delivered in English or Czech.
Doctoral students are expected to:
Conduct independent research under supervision
Publish at international venues
Participate in conferences and research stays
References
https://cbia.fi.muni.cz/
马萨里克大学 PhD position in Deep Learning & Mathematical Morphology for Biomedical Imaging项目有没有奖学金，是不是全奖Phd招生，下面我们一起看一下【大学名称】Phd的奖学金资助情况
项目资助情况
Funding & Employment Conditions
Tuition fee: 0 CZK (also for English-language doctoral study)
Standard funding package (full-time students):
- Basic doctoral scholarship: 18,000 CZK / month
- Employment contract (20% FTE): ~7,000 CZK net / month
- Publication-performance scholarship: up to 7,000 CZK / month
- Active PhD students typically reach ~32,000 CZK net monthly income during the standard study period.
马萨里克大学Phd申请条件和要求都有哪些？PhD position in Deep Learning & Mathematical Morphology for Biomedical Imaging项目是不是全奖？有没有奖学金？下面我们一起看一下马萨里克大学申请Phd直招需要具备哪些条件和要求，以及托福、雅思语言成绩要到多少才能申请。
申请要求
Candidate Profile
Required
MSc in Computer Science, Applied Mathematics, Biomedical Engineering, or related field
Strong background in deep learning / machine learning
Programming skills (Python, PyTorch / TensorFlow)
Solid mathematical foundation
Preferred
Experience with mathematical morphology or image processing
Biomedical imaging background
Publication or open-source track record
C++ / GPU / HPC experience
报名方式
招生人信息
Dr P Matula
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